{"id":"W4313647490","doi":"10.1016/j.genhosppsych.2023.01.002","title":"Sleep disturbance during COVID-19: Correlates and predictive ability for mental health symptomatology in a Canadian online sample","year":2023,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"University of Manitoba","keywords":"Sleep disorder; Mental health; Disturbance (geology); Anxiety; Longitudinal study; Psychiatry; Pandemic; Depression (economics); Sleep (system call); Clinical psychology; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Insomnia; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098127,0.000239304,0.0003189822,0.0002769329,0.0003822437,0.00001604625,0.0001690872,0.0002654957,0.00008217272],"category_scores_gemma":[0.00009075,0.0002402974,0.00009507918,0.0004455331,0.0001780657,0.0000665705,0.00004607893,0.0002721762,0.00002463223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483399,"about_ca_system_score_gemma":0.0003196583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1124782,"about_ca_topic_score_gemma":0.2569918,"domain_scores_codex":[0.9977874,0.0000951427,0.0004114573,0.0006739307,0.00009610289,0.0009360317],"domain_scores_gemma":[0.9988225,0.00009711779,0.0001100642,0.0002808119,0.00001907745,0.0006704641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001920004,0.0003229052,0.9792598,0.00008173442,0.0001837642,0.000005511025,0.004652407,0.0003962466,0.000001371218,0.002897753,0.0114928,0.0005137491],"study_design_scores_gemma":[0.004743868,0.0007092629,0.9744347,0.00002561158,0.00002777583,0.00002753966,0.004155691,0.005642674,3.446053e-7,0.007391402,0.002468215,0.0003729223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631596,0.002973113,0.0001611144,0.0249589,0.005326559,0.001131846,0.002019048,0.0001554125,0.0001144483],"genre_scores_gemma":[0.9960432,0.0001539113,0.0003812947,0.001790495,0.0001793775,0.0001866388,0.001082889,0.00004082418,0.0001413433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1445137,"threshold_uncertainty_score":0.9799044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00802874011006476,"score_gpt":0.2952967522982747,"score_spread":0.28726801218821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}